• Title/Summary/Keyword: Validation Region

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Vanishing Line based Lane Detection for Augmented Reality-aided Driver Induction

  • Yun, Jeong-Rok;Lee, Dong-Kil;Chun, Sung-Kuk;Hong, Sung-Hoon
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.1
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    • pp.73-83
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    • 2019
  • In this paper, we propose the augmented reality(AR) based driving navigation based on robust lane detection method to dynamic environment changes. The proposed technique uses the detected lane position as a marker which is a key element for enhancing driving information. We propose Symmetrical Local Threshold(SLT) algorithm which is able to robustly detect lane to dynamic illumination environment change such as shadows. In addition, by using Morphology operation and Connected Component Analysis(CCA) algorithm, it is possible to minimize noises in the image, and Region Of Interest(ROI) is defined through region division using a straight line passing through several vanishing points We also propose the augmented reality aided visualization method for Interchange(IC) and driving navigation using reference point detection based on the detected lane coordinates inside and outside the ROI. Validation experiments were carried out to assess the accuracy and robustness of the proposed system in vairous environment changes. The average accuracy of the proposed system in daytime, nighttime, rainy day, and cloudy day is 79.3% on 4600 images. The results of the proposed system for AR based IC and driving navigation were also presented. We are hopeful that the proposed research will open a new discussion on AR based driving navigation platforms, and thus, that such efforts will enrich the autonomous vehicle services in the near future.

A Computational Study of the Fuel-Cell Ejector System (연료전지 이젝터 시스템에 관한 수치해석적 연구)

  • Lee, Jun-Hee;Lee, Hae-Dong;NamKoung, Hyuck-Joon;Kim, Heuy-Dong
    • Proceedings of the KSME Conference
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    • 2007.05b
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    • pp.3191-3196
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    • 2007
  • The present study addresses a method to operate a fuel-cell system effectively using a recirculation ejector which recycles wasted hydrogen gas. Configuration of a recirculation ejector is changed to investigate the flow behavior through it under varying operating conditions, and how such conditions affect the fuel-cell hydrogen cycle. The numerical simulations are based on a fully implicit finite volume scheme of the axisymmetric, compressible, Reynolds-Averaged, Navier-Stokes equations for hydrogen gas, and are compared with available experimental data for validation. The results show that a hydrogen recirculation ratio is effectively controlled by a configurational alteration within the operational region in which the recirculation passage doesn't plugged by a sonic line.

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A RANS modelling approach for predicting powering performance of ships in waves

  • Winden, Bjorn;Turnock, Stephen;Hudson, Dominic
    • International Journal of Naval Architecture and Ocean Engineering
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    • v.6 no.2
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    • pp.418-430
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    • 2014
  • In this paper, a modelling technique for simulating self-propelled ships in waves is presented. The flow is modelled using a RANS solver coupled with an actuator disk model for the propeller. The motion of the ship is taken into consideration in the definition of the actuator disk region as well as the advance ratio of the propeller. The RPM of the propeller is controlled using a PID-controller with constraints added on the maximum permissible RPM increase rate. Results are presented for a freely surging model in regular waves with different constraints put on the PID-controller. The described method shows promising results and allows for the studying of several factors relating to self-propulsion. However, more validation data is needed to judge the accuracy of the model.

Prediction of Tidal Regime According To Garolim Tidal Power Plant operation (가로림만 조력발전소 가동에 따른 조석체계 변화 예측)

  • Kang, Sok-Kuh;Lee, Kwang-Soo;Park, Jin-Soon;Yum, Ki-Dai
    • 한국신재생에너지학회:학술대회논문집
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    • 2007.06a
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    • pp.639-643
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    • 2007
  • Tidal regime change with general hydrolic condition change is examined, according to Garolim Tidal Power Plant (TPP) operation. Numerical model has been developed for the Yellow and East China Seas region, in order to consider the tidal regime change by the TPP operation. The changes of tidal elevation and tidal current inside the Garolim bay are also investigated in details, along with examining the change of the tidal flat area with operation. The field measurement for the tide and current have been carried out for the validation of the numerical model and for understanding the state of current system in the present state.

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A Study on the Factors Influencing the Abnormal Vibration of the Lateral Direction in Railway Vehicles Caused by Hysteresis of Critical Speed (임계속도 이력현상에 의한 철도차량 횡방향 이상 진동에 영향을 미치는 인자들에 관한 연구)

  • 정우진;심재경;조동현
    • Journal of KSNVE
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    • v.11 no.2
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    • pp.265-275
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    • 2001
  • This research has been performed to reveal the hysteresis phenomena of the hunting motion in a railway passenger cars. It is found that there are some factors and its operation region to make the nonlinear critical speed reacts to them more sensitively than the linear critical speed. The simulation results show that a self steering bogie system can be a substitute proposal to improve curving Performance together with the reduction of hysteresis of critical speed. Full scale roller rig test is carried out for the validation of the numerical results. Finally, it is certified that wear of wheel profile and stiffness discontinuities of wheelset suspension caused by deterioration have to be considered in the analysis to predict the hysteresis of critical speed precisely.

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Hybrid RANS/LES simulation of Base-Bleed in Supersonic Flows (초음속 유동장에서 기저 분출 유동의 대와류 난류 모사)

  • Shin, Jae-Ryul;Won, Su-Hee;Choi, Jeong-Yeol
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2008.05a
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    • pp.332-335
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    • 2008
  • The purpose of this study is analysis of flow field where is around of injector of supersonic combustor which is bluff-body stabilized flame and hyper-mixer type of supersonic combustor injector by using hydrogen or hydrocarbon fuel. Various schemes are evaluated to supersonic backward step flow filed with massive separation region in validation step. Compounded scheme of 5th-order TVD-MUSCL, Roe FDS, S-A DES/DDES has a good performance in base and base-bleed flow.

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A Numerical Analysis of Internal Nozzle Flows Through the Multi-Fluid Model (다유체 모델을 이용한 노즐 내부 유동에 대한 수치적 연구)

  • Ryu, Bong-Woo;Lee, Chang-Sik
    • Journal of ILASS-Korea
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    • v.16 no.4
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    • pp.186-194
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    • 2011
  • This study performed the numerical analysis of the internal nozzle flows including cavitation phenomena by using the automated body-fitted grid generator and the multi-fluid model. The effect of grid refinement and the validation of multifluid model were investigated using four computational meshes under two test conditions. The mesh #3 was chosen as the optimum which can reduce the computational time and have good prediction ability to identify the cavitation region simultaneously. In addition, the computed results using multi-fluid model were compared with the reference experimental observations and numerical simulation results using homogeneous equilibrium model. From the distribution of volume fraction and velocity field, the multi-fluid model predicted the internal nozzle flows well when the liquid quality parameters were selected as $1.0{\times}10^{12}$ for initial number density and 25 ${\mu}m$ for bubble diameter.

A Computational Study of Aerodynamic Characteristics of Spinning Sphere (회전하는 구의 공력특성에 수치해석적 연구)

  • Deshpande, S.V.;Lee, Y.K.;Kim, H.D.
    • 유체기계공업학회:학술대회논문집
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    • 2006.08a
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    • pp.223-226
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    • 2006
  • Computational Study of a sphere subjected to free stream flow and simultaneously subjected to spinning motion is carried out. Three dimensional compressible Navier-Stokes equations are solved using fully implicit finite volume scheme. SST(Shear Stress Transport) $k-{\omega}$ turbulence model is used. Aerodynamic characteristics being affected are studied. Validation of the numerical process is done for the no spin condition. Variation of drag coefficient and shock wave strength with increase in spinning rate is reported. Changes in the wake region of the sphere with respect to spinning speed are also observed.

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Secondary flow Control in the Turbine Cascade with the Three-Dimensional Modification of Blade Leading Edge (블레이드 앞전 3차원 형상 변형에 의한 터빈 캐스케이드 내의 이차유동 제어)

  • Kim, Jeong-Rae;Moon, Young-June;Chung, Jin-Tack
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.26 no.11
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    • pp.1552-1558
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    • 2002
  • The blade leading edge is modified to control the secondary flow generated in the turbine cascade with fence by intensifying the suction side branch of the horseshoe vortex. The incompressible Navier-Stokes equations are numerically solved with a high Reynolds number k-$\varepsilon$ turbulence closure model for investigating the vortical flows in the turbine cascade. The computational results of total pressure loss coefficients in the wake region are first compared with experiments for validation. The structure and strength of the passage vortex near the suction surface are examined by testing various geometrical parameters of the turbine blade leading edge.

A method for incompressible free surface flow including surface tension using CSF model (CSF 모델을 이용한 자유표면 유동 해석)

  • Hong I. C.;Baek J. H.
    • 한국전산유체공학회:학술대회논문집
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    • 2004.10a
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    • pp.15-18
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    • 2004
  • A numerical method for simulating two-phase flows including surface force is presented. The method is based on fractional step method of finite volume formulation and the interface is tracked with PLIC VOF method. In the CSF model, as color function, f, representing the location of interface varies steeply in the interface region, we need to use smoothed function f to get accurate unit normal and the curvature. Peskin kernel is used to get smoothed function f. A spherical drop in static equilibrium and three-dimensional merging of gas bubble are tested, resulting in the validation of this method

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